{"id":"W3111941120","doi":"10.5539/hes.v11n1p34","title":"Effects of Visual Communication on Memory Enhancement of Thai Undergraduate Students, Kasetsart University","year":2020,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Memorization; Class (philosophy); Psychology; Test (biology); Mathematics education; Visual communication; Computer science; Multimedia; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002186258,0.0001241127,0.0003017871,0.0001162198,0.0003672731,0.000008257721,0.0003771586,0.00006037228,0.00003596772],"category_scores_gemma":[0.000145627,0.0001291526,0.00005775746,0.0005975156,0.0006481042,0.0001189513,0.0001753303,0.0001100821,0.00003483153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000264104,"about_ca_system_score_gemma":0.0002659008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002118196,"about_ca_topic_score_gemma":0.00004644593,"domain_scores_codex":[0.9986771,0.0002613528,0.0002543753,0.0002239524,0.0004251083,0.0001581306],"domain_scores_gemma":[0.9984409,0.0004816963,0.0003414478,0.0002085122,0.0004694862,0.00005790896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003462545,0.00650883,0.03900301,0.001381374,0.002524069,0.000001588888,0.2925383,0.00002124666,0.01227399,0.2727255,0.3575727,0.01510315],"study_design_scores_gemma":[0.001531577,0.0007643397,0.1910817,0.0005728504,0.0004370218,1.202666e-7,0.3848972,8.770051e-7,0.09080295,0.004008978,0.3252974,0.0006049118],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967265,0.00460734,0.00003444776,0.0224628,0.0008141003,0.0004575607,0.000003190056,0.000153973,0.004201578],"genre_scores_gemma":[0.9889954,0.003984724,0.0003397473,0.0005508254,0.00007466637,0.00003146589,0.000004552708,0.000007636291,0.006011008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2687165,"threshold_uncertainty_score":0.526669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03915448846078211,"score_gpt":0.3912473759690768,"score_spread":0.3520928875082946,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}